---
title: "QuantumBlack, AI by McKinsey"
category: "companies"
aliases: ["QuantumBlack, AI by McKinsey"]
website: "https://www.mckinsey.com/capabilities/quantumblack/overview"
sourceLabels: ["Official speaker roster", "Official conference schedule", "Public company site", "Manual company URL override", "Automated company profile fetch"]
---
# QuantumBlack, AI by McKinsey

## Overview
QuantumBlack, AI by McKinsey is represented at AI Engineer World's Fair 2026 through the official roster and related scheduled sessions. A known public site was attached for source navigation, but automated metadata extraction was unavailable in this pass (manual_url_unfetched).

## Background
The official speaker roster connects QuantumBlack, AI by McKinsey to Imad Touil. A manual URL override attaches the public site for source navigation because automated discovery or metadata extraction was inconclusive.

## Conference Relevance
QuantumBlack, AI by McKinsey matters to this wiki through 1 official speaker(s) and 1 scheduled session(s), including: AI-Native Organisations runs on Skills: How to Extract, Structure, evaluate and Scale Them.

## Conference Sessions
- [[2026-06-30-imad-touil-ai-native-organisations-runs-on-skills-how-to-extract-structure-evaluate-and-scale-them]] - AI-Native Organisations runs on Skills: How to Extract, Structure, evaluate and Scale Them (2026-06-30, 12:05pm-12:25pm)

## Connections
- [[imad-touil]] - Distinguished Engineer

## Sources
- [QuantumBlack, AI by McKinsey public site](https://www.mckinsey.com/capabilities/quantumblack/overview)

## Evidence Graph
This evidence graph summarizes how this organization appears across the conference source graph: scheduled sessions, linked videos, transcripts, and slide-derived evidence.

### Linked Sessions
- [[2026-06-30-imad-touil-ai-native-organisations-runs-on-skills-how-to-extract-structure-evaluate-and-scale-them|AI-Native Organisations runs on Skills: How to Extract, Structure, evaluate and Scale Them]]

### Media Signals
No linked video, transcript, or slide source has been attached yet.

## Notes
- Automated company profile fetch status: manual_url_unfetched.

## Evidence Boundary
Official roster and schedule facts are treated as canonical for conference participation. Public company sites, documentation, and professional profiles are supporting context used to explain what the organization does and why it is relevant.